The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-04-13"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "1917320 (up from 1846680 yesterday: 3.83 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "119483 (up from 114090 yesterday: 4.73 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 6.23



In- Depth Country Wise Stats (With Atleast 1000 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed NewConfirmations CasesPercentIncrease TotalDeaths NewDeaths DeathsPercentIncrease FatalityRate
US 580619 25306 4.56 23529 1509 6.85 4.05
Spain 170099 3268 1.96 17756 547 3.18 10.44
Italy 159516 3153 2.02 20465 566 2.84 12.83
France 137875 4205 3.15 14986 574 3.98 10.87
Germany 130072 2218 1.73 3194 172 5.69 2.46
United Kingdom 89570 4364 5.12 11347 718 6.76 12.67
China 83213 79 0.10 3345 2 0.06 4.02
Iran 73303 1617 2.26 4585 111 2.48 6.25
Turkey 61049 4093 7.19 1296 98 8.18 2.12
Belgium 30589 942 3.18 3903 303 8.42 12.76
Netherlands 26710 964 3.74 2833 86 3.13 10.61
Switzerland 25688 273 1.07 1138 32 2.89 4.43
Canada 25680 1381 5.68 780 67 9.40 3.04
Brazil 23430 1238 5.58 1328 105 8.59 5.67
Russia 18328 2558 16.22 148 18 13.85 0.81
Portugal 16934 349 2.10 535 31 6.15 3.16
Austria 14041 96 0.69 368 18 5.14 2.62
Israel 11586 441 3.96 116 13 12.62 1.00
Sweden 10948 465 4.44 919 20 2.22 8.39
Ireland 10647 992 10.27 365 31 9.28 3.43
Korea, South 10537 25 0.24 217 3 1.40 2.06
India 10453 1248 13.56 358 27 8.16 3.42
Peru 9784 2265 30.12 216 23 11.92 2.21
Ecuador 7529 63 0.84 355 22 6.61 4.72
Chile 7525 312 4.33 82 2 2.50 1.09
Japan 7370 622 9.22 123 15 13.89 1.67
Poland 6934 260 3.90 245 13 5.60 3.53
Romania 6633 333 5.29 331 15 4.75 4.99
Norway 6603 78 1.20 134 6 4.69 2.03
Denmark 6513 144 2.26 285 12 4.40 4.38
Australia 6351 36 0.57 61 1 1.67 0.96
Czechia 6059 68 1.14 143 5 3.62 2.36
Pakistan 5496 266 5.09 93 2 2.20 1.69
Saudi Arabia 4934 472 10.58 65 6 10.17 1.32
Philippines 4932 284 6.11 315 18 6.06 6.39
Malaysia 4817 134 2.86 77 1 1.32 1.60
Mexico 4661 442 10.48 296 23 8.42 6.35
Indonesia 4557 316 7.45 399 26 6.97 8.76
United Arab Emirates 4521 398 9.65 25 3 13.64 0.55
Serbia 4054 424 11.68 85 5 6.25 2.10
Panama 3400 166 5.13 87 8 10.13 2.56
Luxembourg 3292 11 0.34 69 3 4.55 2.10
Qatar 3231 252 8.46 7 0 0.00 0.22
Dominican Republic 3167 200 6.74 177 4 2.31 5.59
Ukraine 3102 325 11.70 93 10 12.05 3.00
Finland 3064 90 3.03 59 3 5.36 1.93
Belarus 2919 341 13.23 29 3 11.54 0.99
Singapore 2918 386 15.24 9 1 12.50 0.31
Colombia 2852 76 2.74 112 3 2.75 3.93
Thailand 2579 28 1.10 40 2 5.26 1.55
South Africa 2272 99 4.56 27 2 8.00 1.19
Argentina 2208 66 3.08 97 7 7.78 4.39
Egypt 2190 125 6.05 164 5 3.14 7.49
Greece 2145 31 1.47 99 1 1.02 4.62
Algeria 1983 69 3.61 313 20 6.83 15.78
Morocco 1763 102 6.14 126 8 6.78 7.15
Moldova 1712 50 3.01 35 4 12.90 2.04
Iceland 1711 10 0.59 8 0 0.00 0.47
Croatia 1650 50 3.12 25 2 8.70 1.52
Hungary 1458 48 3.40 109 10 10.10 7.48
Iraq 1378 26 1.92 78 2 2.63 5.66
Bahrain 1361 225 19.81 6 0 0.00 0.44
New Zealand 1349 19 1.43 5 1 25.00 0.37
Estonia 1332 23 1.76 28 3 12.00 2.10
Kuwait 1300 66 5.35 2 1 100.00 0.15
Slovenia 1212 7 0.58 55 2 3.77 4.54
Azerbaijan 1148 50 4.55 12 1 9.09 1.05
Kazakhstan 1091 140 14.72 12 2 20.00 1.10
Lithuania 1062 9 0.85 24 1 4.35 2.26
Armenia 1039 26 2.57 14 1 7.69 1.35
Bosnia and Herzegovina 1037 28 2.78 39 0 0.00 3.76

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 195749 6716 3.55 10058 673 7.17 5.14 10062.37 517.03 1 in 99
New Jersey 64584 2734 4.42 2443 93 3.96 3.78 7271.18 275.04 1 in 138
Massachusetts 26867 1392 5.46 844 88 11.64 3.14 3866.03 121.45 1 in 259
Michigan 25635 1391 5.74 1602 123 8.32 6.25 2566.87 160.41 1 in 390
Pennsylvania 24292 1354 5.90 589 32 5.75 2.42 1897.52 46.01 1 in 527
California 23931 1136 4.98 715 74 11.54 2.99 605.66 18.10 1 in 1651
Illinois 22025 1173 5.63 798 78 10.83 3.62 1738.11 62.97 1 in 575
Florida 21019 1124 5.65 499 38 8.24 2.37 978.64 23.23 1 in 1022
Louisiana 21016 421 2.04 884 44 5.24 4.21 4520.74 190.16 1 in 221
Texas 14275 598 4.37 305 22 7.77 2.14 492.31 10.52 1 in 2031
Connecticut 13381 1346 11.18 602 48 8.66 4.50 3753.13 168.85 1 in 266
Georgia 13315 863 6.93 465 32 7.39 3.49 1254.07 43.80 1 in 797
Washington 10635 26 0.25 513 7 1.38 4.82 1396.61 67.37 1 in 716
Maryland 8936 711 8.64 262 26 11.02 2.93 1478.08 43.34 1 in 677
Indiana 8359 431 5.44 350 7 2.04 4.19 1241.64 51.99 1 in 805
Colorado 7691 384 5.26 306 17 5.88 3.98 1335.54 53.14 1 in 749
Ohio 6975 371 5.62 274 21 8.30 3.93 596.71 23.44 1 in 1676
Virginia 5747 473 8.97 149 8 5.67 2.59 673.30 17.46 1 in 1485
Tennessee 5610 102 1.85 109 3 2.83 1.94 820.99 15.95 1 in 1218
North Carolina 4886 316 6.91 94 5 5.62 1.92 465.86 8.96 1 in 2147
Missouri 4515 246 5.76 123 5 4.24 2.72 735.65 20.04 1 in 1359
Alabama 3734 171 4.80 99 6 6.45 2.65 761.55 20.19 1 in 1313
Arizona 3705 163 4.60 122 7 6.09 3.29 486.55 16.02 1 in 2055
Wisconsin 3428 87 2.60 154 10 6.94 4.49 588.76 26.45 1 in 1698
South Carolina 3391 71 2.14 82 0 0.00 2.42 658.61 15.93 1 in 1518
Nevada 2990 154 5.43 114 2 1.79 3.81 970.73 37.01 1 in 1030
Mississippi 2942 161 5.79 98 2 2.08 3.33 988.53 32.93 1 in 1012
Rhode Island 2665 0 0.00 63 0 0.00 2.36 2515.67 59.47 1 in 398
Utah 2363 60 2.61 13 -5 -27.78 0.55 737.07 4.05 1 in 1357
Oklahoma 2069 99 5.03 99 3 3.12 4.78 522.87 25.02 1 in 1913
Kentucky 2018 55 2.80 113 16 16.49 5.60 451.69 25.29 1 in 2214
District of Columbia 1955 80 4.27 52 2 4.00 2.66 2770.11 73.68 1 in 361
Delaware 1758 133 8.18 41 6 17.14 2.33 1805.37 42.10 1 in 554
Iowa 1710 123 7.75 41 0 0.00 2.40 541.98 12.99 1 in 1845
Minnesota 1621 0 0.00 70 0 0.00 4.32 287.43 12.41 1 in 3479
Oregon 1584 57 3.73 53 1 1.92 3.35 375.56 12.57 1 in 2663
Idaho 1426 19 1.35 27 0 0.00 1.89 795.73 15.07 1 in 1257
Arkansas 1410 130 10.16 29 2 7.41 2.06 467.22 9.61 1 in 2140
Kansas 1390 46 3.42 62 6 10.71 4.46 477.12 21.28 1 in 2096
New Mexico 1262 17 1.37 26 0 0.00 2.06 601.86 12.40 1 in 1662
New Hampshire 985 56 6.03 23 0 0.00 2.34 724.42 16.92 1 in 1380
Puerto Rico 903 6 0.67 45 1 2.27 4.98 282.74 14.09 1 in 3537
South Dakota 868 138 18.90 6 0 0.00 0.69 981.17 6.78 1 in 1019
Nebraska 814 23 2.91 17 0 0.00 2.09 420.80 8.79 1 in 2376
Vermont 748 21 2.89 28 1 3.70 3.74 1198.74 44.87 1 in 834
Maine 698 65 10.27 19 0 0.00 2.72 519.26 14.13 1 in 1926
West Virginia 611 18 3.04 8 2 33.33 1.31 341.89 4.48 1 in 2925
Hawaii 504 5 1.00 9 0 0.00 1.79 355.96 6.36 1 in 2809
Montana 394 7 1.81 7 1 16.67 1.78 368.65 6.55 1 in 2713
North Dakota 331 23 7.47 8 1 14.29 2.42 434.35 10.50 1 in 2302
Alaska 277 5 1.84 8 0 0.00 2.89 378.65 10.94 1 in 2641
Wyoming 275 5 1.85 1 1 Inf 0.36 475.15 1.73 1 in 2105

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region Swabs Confirmations NewConfirmations CasesPercentIncrease ConfirmationRate HospitalizedWithSymptoms IntensiveCare ActiveCases Deceased FatalityRate
Lombardia 211092 60314 1262 2.14 28.57 12028 1143 31935 10901 18.07
Emilia-Romagna 99047 20440 342 1.70 20.64 3490 331 13818 2615 12.79
Piemonte 69170 17134 474 2.85 24.77 3344 379 12765 1826 10.66
Veneto 203077 14251 174 1.24 7.02 1427 245 10766 882 6.19
Toscana 80889 7390 155 2.14 9.14 992 225 6257 518 7.01
Liguria 23129 5596 102 1.86 24.19 1088 138 3365 760 13.58
Marche 28379 5381 78 1.47 18.96 959 108 3080 713 13.25
Lazio 72746 4968 123 2.54 6.83 1314 200 3920 284 5.72
Campania 36770 3670 66 1.83 9.98 606 80 3062 248 6.76
P.A. Trento 18586 3126 73 2.39 16.82 326 56 2080 300 9.60
Puglia 31922 3065 76 2.54 9.60 600 71 2512 267 8.71
Friuli Venezia Giulia 30941 2482 51 2.10 8.02 159 30 1307 202 8.14
Sicilia 37311 2458 42 1.74 6.59 554 51 2050 171 6.96
Abruzzo 20667 2213 53 2.45 10.71 351 54 1778 224 10.12
P.A. Bolzano 24157 2149 51 2.43 8.90 190 41 1537 212 9.87
Umbria 18740 1320 1 0.08 7.04 127 38 625 52 3.94
Sardegna 11010 1128 15 1.35 10.25 107 27 914 75 6.65
Calabria 18596 928 5 0.54 4.99 160 12 791 67 7.22
Valle d’Aosta 3614 927 6 0.65 25.65 109 15 582 115 12.41
Basilicata 4545 319 4 1.27 7.02 64 12 270 18 5.64
Molise 2522 257 0 0.00 10.19 28 4 202 15 5.84

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed NewConfirmations CasesPercentIncrease Deaths NewDeaths DeathsPercentIncrease FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
Quebec 13557 711 5.53 360 32 9.76 2.66 1587.90 42.17 1 in 630
Ontario 7470 421 5.97 291 17 6.20 3.90 507.75 19.78 1 in 1969
Alberta 1732 165 10.53 46 6 15.00 2.66 392.46 10.42 1 in 2548
British Columbia 1490 45 3.11 69 11 18.97 4.63 291.53 13.50 1 in 3430
Nova Scotia 474 29 6.52 3 1 50.00 0.63 484.93 3.07 1 in 2062
Saskatchewan 300 2 0.67 4 0 0.00 1.33 253.88 3.39 1 in 3939
Manitoba 246 4 1.65 4 0 0.00 1.63 178.58 2.90 1 in 5600
Newfoundland and Labrador 244 2 0.83 3 0 0.00 1.23 468.00 5.75 1 in 2137
New Brunswick 116 2 1.75 0 0 NaN 0.00 148.72 0.00 1 in 6724
Prince Edward Island 25 0 0.00 0 0 NaN 0.00 158.07 0.00 1 in 6326
Yukon 8 0 0.00 0 0 NaN 0.00 194.75 0.00 1 in 5135
Northwest Territories 5 0 0.00 0 0 NaN 0.00 111.35 0.00 1 in 8981

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67803 3221 4.75
Guangdong 1555 8 0.51
Henan 1276 22 1.72
Zhejiang 1267 1 0.08
Hunan 1019 4 0.39
Hong Kong 1009 4 0.40
Anhui 991 6 0.61
Jiangxi 937 1 0.11
Shandong 784 7 0.89
Heilongjiang 740 13 1.76
Jiangsu 653 0 0.00
Shanghai 618 7 1.13
Beijing 589 8 1.36
Chongqing 579 6 1.04
Sichuan 560 3 0.54
Fujian 352 1 0.28
Hebei 327 6 1.83
Shaanxi 256 3 1.17
Guangxi 254 2 0.79
Inner Mongolia 190 1 0.53
Tianjin 184 3 1.63
Yunnan 184 2 1.09
Shanxi 173 0 0.00
Hainan 168 6 3.57
Guizhou 146 2 1.37
Liaoning 145 2 1.38
Gansu 139 2 1.44
Jilin 100 1 1.00
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 45 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 1774.51 71.91 1 in 564
Spain 3645.50 380.54 1 in 274
Italy 2637.50 338.38 1 in 379
France 2058.14 223.71 1 in 486
Germany 1571.11 38.58 1 in 636
United Kingdom 1348.13 170.79 1 in 742
China 60.04 2.41 1 in 16656
Iran 903.19 56.49 1 in 1107
Turkey 755.46 16.04 1 in 1324
Belgium 2683.25 342.37 1 in 373
Netherlands 1554.71 164.90 1 in 643
Switzerland 2997.43 132.79 1 in 334
Canada 683.16 20.75 1 in 1464
Brazil 111.94 6.34 1 in 8933
Russia 126.84 1.02 1 in 7884
Portugal 1645.68 51.99 1 in 608
Austria 1591.59 41.71 1 in 628
Israel 1329.89 13.31 1 in 752
Sweden 1081.82 90.81 1 in 924
Ireland 2204.35 75.57 1 in 454

Data Sources: CSSEGISandData, COVID India Org, The NY Times and pcm-dpc